Machine Learning and Images for Malware Detection and Classification.
Konstantinos KosmidisChristos KalloniatisPublished in: PCI (2017)
Keyphrases
- machine learning
- image classification
- malware detection
- pattern recognition
- image database
- image data
- image features
- three dimensional
- machine learning methods
- image registration
- decision trees
- machine learning algorithms
- image analysis
- edge detection
- feature selection
- input image
- supervised classification
- image retrieval
- support vector machine
- supervised machine learning
- object recognition
- supervised learning
- test images
- model selection
- computer vision
- support vector
- text mining
- classification accuracy
- feature vectors
- training set
- feature extraction
- image processing
- data mining
- feature space
- thematic mapper